Samza Articles

  • samza-aeon-1

    Samza Aeon: Latency Insights for Asynchronous One-Way Flows

    April 19, 2018

    Co-authors: Max Wolffe and Akhilesh Gupta Introduction You can’t fix something if you don’t know there’s a problem. Measuring and tracking the latency of requests through your system is essential to identifying and resolving issues quickly. Many systems have built-in tooling which allows developers to monitor, set alerts on, and inspect the latency of a set of...

  • ShareAnalytics1

    New Analytics for Sharing on LinkedIn: See Who’s Viewed Your Post

    November 1, 2016

    Coauthor: Bharath Kumarasubramanian   If you’re sharing content on LinkedIn, you’re positioning yourself as a thought leader among the largest group of professionals assembled on the web. With more than 460 million members, LinkedIn is the place you want to be to share your expertise and discuss issues that matter to you with other like-minded professionals. But...

  • streamprocess1

    Stream Processing Hard Problems Part II: Data Access

    August 22, 2016

    This post is the second in a series of posts that discuss some of the hard problems in stream processing. In the previous post, we explored the use of lambda architecture in stream processing and discussed techniques to avoid it. In this post, we’ll focus on one of the main bottlenecks in high scale stream processing applications: “accessing data.” Background...

  • Stream Processing Hard Problems – Part 1: Killing Lambda

    June 27, 2016

    We live in an age where we want to know relevant things happening around the world as soon as they happen; an age where digital...

  • RocksDB

    Stream processing with Apache Samza - Current and Future

    January 26, 2016

    At LinkedIn, events pertaining to application and system monitoring, member behavior tracking, inter-application communication, etc.,...

  • Prototyping Venice: Derived Data Platform

    August 10, 2015

    This is an interview with Clement Fung, who interned with the Voldemort team last year and liked LinkedIn so much that he decided to...